Efficient Deep Learning Hyperparameter Tuning Using Cloud Infrastructure: Intelligent Distributed Hyperparameter Tuning with Bayesian Optimization in the Cloud. - Mercy Prasanna Ranjit; Gopinath Ganapathy; Kalaivani Sridhar; Vikram Arumugham (CLOUD, 2019)

Retrieval Augmented Chest X-Ray Report Generation using OpenAI GPT models. - Mercy Prasanna Ranjit; Gopinath Ganapathy; Ranjit Manuel; Tanuja Ganu (MLHC, 2023)

Breaking Language Barriers with a LEAP: Learning Strategies for Polyglot LLMs. - Akshay Uttama Nambi; Vaibhav Balloli; Mercy Prasanna Ranjit; Tanuja Ganu; Kabir Ahuja; Sunayana Sitaram; Kalika Bali (CoRR, 2023)

MAIRA-1: A specialised large multimodal model for radiology report generation. - Stephanie L. Hyland; Shruthi Bannur; Kenza Bouzid; Daniel C. Castro; Mercy Ranjit; Anton Schwaighofer; Fernando Pérez-García; Valentina Salvatelli; Shaury Srivastav; Anja Thieme; Noel Codella; Matthew P. Lungren; et al. (CoRR, 2023)

MAIRA at RRG24: A specialised large multimodal model for radiology report generation. - Shaury Srivastav; Mercy Ranjit; Fernando Pérez-García; Kenza Bouzid; Shruthi Bannur; Daniel C. Castro; Anton Schwaighofer; Harshita Sharma; Maximilian Ilse; Valentina Salvatelli; Sam Bond-Taylor; Fabian Falck; et al. (BioNLP@ACL, 2024)

Multimodal Healthcare AI: Identifying and Designing Clinically Relevant Vision-Language Applications for Radiology. - Nur Yildirim; Hannah Richardson; Maria Teodora Wetscherek; Junaid Bajwa; Joseph Jacob; Mark Ames Pinnock; Stephen Harris; Daniel Coelho de Castro; Shruthi Bannur; Stephanie L. Hyland; Pratik Ghosh; Mercy Ranjit; et al. (CHI, 2024)

MAIRA-Seg: Enhancing Radiology Report Generation with Segmentation-Aware Multimodal Large Language Models. - Harshita Sharma; Valentina Salvatelli; Shaury Srivastav; Kenza Bouzid; Shruthi Bannur; Daniel C. Castro; Maximilian Ilse; Sam Bond-Taylor; Mercy Prasanna Ranjit; Fabian Falck; Fernando Pérez-García; Anton Schwaighofer; et al. (ML4H@NeurIPS, 2024)

Rad-Phi2: Instruction Tuning Phi2 for Radiology. - Mercy Ranjit; Gopinath Ganapathy; Shaury Srivastav; Srujana Oruganti; Tanuja Ganu (Adv. Artif. Intell. Mach. Learn., 2024)

RAD-PHI2: Instruction Tuning PHI-2 for Radiology. - Mercy Ranjit; Gopinath Ganapathy; Shaury Srivastav; Tanuja Ganu; Srujana Oruganti (CoRR, 2024)

Challenges for Responsible AI Design and Workflow Integration in Healthcare: A Case Study of Automatic Feeding Tube Qualification in Radiology. - Anja Thieme; Abhijith Rajamohan; Benjamin Cooper; Heather Groombridge; Robert Simister; Barney Wong; Nicholas Woznitza; Mark Ames Pinnock; Maria Teodora Wetscherek; Cecily Morrison; Hannah Richardson; Fernando Pérez-García; et al. (CoRR, 2024)

Bridging the Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs. - Somnath Kumar; Vaibhav Balloli; Mercy Ranjit; Kabir Ahuja; Tanuja Ganu; Sunayana Sitaram; Kalika Bali; Akshay Nambi 001 (CoRR, 2024)

MAIRA-2: Grounded Radiology Report Generation. - Shruthi Bannur; Kenza Bouzid; Daniel C. Castro; Anton Schwaighofer; Sam Bond-Taylor; Maximilian Ilse; Fernando Pérez-García; Valentina Salvatelli; Harshita Sharma; Felix Meissen; Mercy Ranjit; Shaury Srivastav; et al. (CoRR, 2024)

RadPhi-3: Small Language Models for Radiology. - Mercy Ranjit; Shaury Srivastav; Tanuja Ganu (CoRR, 2024)

Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs. - Somnath Kumar; Vaibhav Balloli; Mercy Ranjit; Kabir Ahuja; Sunayana Sitaram; Kalika Bali; Tanuja Ganu; Akshay Nambi 001 (COLING, 2025)

RAD-PHI3 at the NTCIR-18 HIDDEN-RAD: Hidden CausalityInclusion in Radiology Reports with Multimodal SmallLanguage Models. - Mercy Ranjit; Rahul Kumar 002; Shaury Srivastav; Anirban Porya; Tanuja Ganu (NTCIR, 2025)